A Survey on Resource Provisioning Using Machine Learning in Cloud Computing
- Manali Trivedi
- Prof.Hinal Somani
Cloud Computing , Machine Learning , Resource Provisioning, CPU Utilization
Cloud Computing is widely used for sharing of data, Information and Resources. Resource provisioning is used for providing resources in Cloud Computing. Cloud Computing uses different techniques for resource provisioning. Resource Provisioning has many problems like auto scaling and workload for CPU Utilization . Machine Learning is used for resource Provisioning so Provisioning can be done Efficiently. In this review paper we have reviewed some techniques which are used for CPU Utilization and also for scaling and some technique uses machine learning techniques. Proposed model Accepts Request from the user than Request Manager manages the requests than ML Processor check which request wants how much resources on basis of previous requests and than Resource Provisioning is execute and scaling decision is performed.
Manali Trivedi, Prof.Hinal Somani. "A Survey on Resource Provisioning Using Machine Learning in Cloud Computing".INTERNATIONAL JOURNAL OF ENGINEERING DEVELOPMENT AND RESEARCH ISSN:2321-9939, Vol.4, Issue 4, pp.546-549, URL :https://rjwave.org/ijedr/papers/IJEDR1604079.pdf
Volume 4 Issue 4
Pages. 546-549
